Data analysis

In the realm of data analysis, I excel at tackling non-standard, complex challenges that demand innovative solutions. My approach goes beyond traditional methods like classical regressions and dimensionality reductions, as I specialize in uncovering complex, higher-order relationships within data that often remain elusive. By enriching classical pairwise networks derived from biomedical datasets with synergistic associations, I transform them into hypergraphs, revealing deeper insights. Additionally, my proficiency in causal discovery and causal inference enables me to construct networks of causal relationships, providing a clearer understanding of underlying dynamics. When identifying leverage points for interventions within these networks, I focus on strategic multi-interventions rather than isolated single points, resulting in significantly more impactful outcomes. My ability to navigate and illuminate the intricacies of data empowers organizations to make informed decisions and drive meaningful change.